Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max | brier_class |
|---|---|---|---|---|---|
| rf | 0.9468085 | 0.9480911 | 0.9896313 | 0.9400922 | NA |
| bt | 0.7765957 | 0.9324007 | 0.8440340 | 0.5433308 | NA |
| maxnet | 0.6303191 | 0.9118039 | 0.7532082 | 0.4415643 | NA |
| gam | 0.7433511 | 0.9904366 | 0.7990511 | 0.4572453 | 0.1675203 |
| glm | 0.6502660 | 0.8608753 | 0.7233343 | 0.4155786 | 0.1909835 |
Variable Importance